U-Nets for medical Image-Segmentation

By
NeurotechEU
Difficulty level
Advanced
Speaker
Moritz Wolter
Type
Lectures
Video
Duration
16:45
Topic
General neuroinformatics
Machine learning

U-Nets for medical Image-Segmentation  -  Day 13 lecture of the  Foundations of Machine Learning in Python course.

High-Performance Computing and Analytics Lab, University of Bonn

Topics covered in this lesson
  • Motivation
  • The U-Net architecture optimization
  • Loss function and Evaluation metric
Documents
Day 13 U-Nets for medical Image-Segmentation (8.7 MB)
Day 13 Exercise_segmentation.zip (1.13 MB)
Day 13 Exercise add on - compute_roi.py (2.33 KB)
Day 13 Exercise_segmentation_solution.zip (1.13 MB)
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